ResearchBenchmarksReliability Prediction on 1_0.1_NGOpt14Reliability Prediction on 1_0.1_NGOpt14Follow100Precision (Class 1)CatBoost98.12898.61499.199.586May 27, 2026Evaluation resultsMethodMethodLinksPrecision (Class 1)Recall (Class 1)F1 Score (Class 1)Precision (Class 0)Recall (Class 0)F1 Score (Class 0)CatBoost2026.0510087.193.155.610071.4XGBoost2026.0598.288.793.256.39069.2